I am a self-trained machine learning developer skilled in constructing neural networks from fundamental principles using only NumPy, emphasizing a deep understanding of the underlying mathematics and logic rather than relying on high-level frameworks; I offer expertise in machine learning projects, Python scripting, and integrating machine learning into web applications, focusing on delivering thoughtful and intelligent solutions.